2 papers
cs.CR2025
On Evaluating the Poisoning Robustness of Federated Learning under Local Differential Privacy
Zijian Wang, Wei Tong, Tingxuan Han +4
Federated learning (FL) combined with local differential privacy (LDP) enables privacy-preserving model training across decentralized data sources. However, the decentralized data-…
cs.CR2024
Data Poisoning Attacks to Locally Differentially Private Frequent Itemset Mining Protocols
Wei Tong, Haoyu Chen, Jiacheng Niu +1
Local differential privacy (LDP) provides a way for an untrusted data collector to aggregate users' data without violating their privacy. Various privacy-preserving data analysis t…